Automation library · AI assistants

The AI QA Suite: Agentic Test Case Generation for Jira

Started by a clock, and works across Jira. It hands the judgement calls to OpenAI. 7 steps: small enough to read in one sitting and change without fear.

SmallCalls a model: OpenAI

7 stepsSmall: readable in one sitting
0Branches: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 3Logic 1Service 2

The steps in the order they run, from what starts it.

  1. 1OpenAI GPT-5 MiniLm Chat Open AiModel
  2. 2QA Suite StructureOutput Parser StructuredModel
  3. 3Schedule TriggerSchedule triggerStarts it
  4. 4Senior AI QA EngineerAgentModel
  5. 5Fetch Recent StoriesJiraService
  6. 6Format as MarkdownSetLogic
  7. 7Publish to JiraJiraService

How it's built

Starts on
A clock
Steps
7
Size
Small: readable in one sitting
Connects to
Jira
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Jira account, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on a clock.

Does it use AI?

Yes. It calls OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Not long. At 7 steps it can be read in one sitting and changed without fear.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 7 steps before you point it at anything that matters.